Tigerlake Xe Gen12 to Gen9

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Gen9 - i7-8565U
October 21 2020
  9 Hours, 58 Minutes
Gen11 - i7-1065G7
October 20 2020
  8 Hours, 51 Minutes
Gen12 Xe - i7-1165G7
October 21 2020
  5 Hours, 34 Minutes
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Tigerlake Xe Gen12 to Gen9ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7Intel Core i7-8565U @ 4.60GHz (4 Cores / 8 Threads)Dell 0KTW76 (1.0.0 BIOS)Intel Cannon Point-LP16GBSK hynix PC401 NVMe 256GBIntel UHD 620 3GB (1150MHz)Realtek ALC3271Qualcomm Atheros QCA6174 802.11acUbuntu 20.105.9.1-050901-generic (x86_64)GNOME Shell 3.38.1X Server 1.20.9modesetting 1.20.94.6 Mesa 20.3.0-devel (git-fdbc45d 2020-10-21 groovy-oibaf-ppa)OpenCL 3.01.2.145GCC 10.2.0ext41920x1080Intel Core i7-1065G7 @ 3.90GHz (4 Cores / 8 Threads)Dell 06CDVY (1.0.9 BIOS)Intel Device 34efKBG40ZPZ512G NVMe TOSHIBA 512GBIntel Iris Plus G7 3GB (1100MHz)Realtek ALC289Intel Killer Wi-Fi 6 AX1650i 160MHz4.6 Mesa 20.3.0-devel (git-4408131 2020-10-20 groovy-oibaf-ppa)1920x1200Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads)Dell 0GG9PT (1.0.3 BIOS)Intel Tiger Lake-LPKIOXIA KBG40ZNS256G NVMe 256GBIntel UHD 3GB (1300MHz)Intel Wi-Fi 6 AX2014.6 Mesa 20.3.0-devel (git-fdbc45d 2020-10-21 groovy-oibaf-ppa)OpenBenchmarking.orgCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- Gen9 - i7-8565U: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xd6 - Thermald 2.3- Gen11 - i7-1065G7: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x78 - Thermald 2.3- Gen12 Xe - i7-1165G7: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x60 - Thermald 2.3Python Details- Python 3.8.6Security Details- Gen9 - i7-8565U: itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Not affected + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected - Gen11 - i7-1065G7: itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected - Gen12 Xe - i7-1165G7: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Gen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7Logarithmic Result OverviewPhoronix Test SuiteFinanceBenchMandelGPULeelaChessZeroSHOC Scalable HeterOgeneous ComputingViennaCLRealSR-NCNNPlaidMLJuliaGPUUnigine HeavenUnigine ValleyWaifu2x-NCNN VulkanUnigine SuperpositionGpuTestNCNNoneAPI Level Zero Testscl-memTesseractclpeakET: LegacyXonotic

Gen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7Per Watt Result OverviewPhoronix Test Suite100%200%299%399%499%LeelaChessZeroJuliaGPUPlaidMLMandelGPUoneAPI Level Zero TestsViennaCLSHOC Scalable HeterOgeneous ComputingUnigine HeavenGpuTestUnigine ValleyUnigine SuperpositionclpeakTesseractcl-memXonoticET: LegacyP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.M

Tigerlake Xe Gen12 to Gen9oneapi-level-zero: Peak Integer Computeoneapi-level-zero: Device-To-Host Bandwidthoneapi-level-zero: Device-To-Host Bandwidthoneapi-level-zero: Host-To-Device Bandwidthoneapi-level-zero: Host-To-Device Bandwidthoneapi-level-zero: Peak Kernel Launch Latencyoneapi-level-zero: Peak Half-Precision Computeoneapi-level-zero: Peak Single-Precision Computeoneapi-level-zero: Host-To-Device-To-Host Image Copyoneapi-level-zero: Peak Float16 Global Memory Bandwidthoneapi-level-zero: Peak System Memory Copy to Shared Memoryrealsr-ncnn: 4x - Norealsr-ncnn: 4x - Yesfinancebench: Monte-Carlo OpenCLfinancebench: Black-Scholes OpenCLshoc: OpenCL - Triadshoc: OpenCL - FFT SPshoc: OpenCL - MD5 Hashshoc: OpenCL - Max SP Flopsshoc: OpenCL - Bus Speed Downloadshoc: OpenCL - Bus Speed Readbackshoc: OpenCL - Texture Read Bandwidthviennacl: OpenCL LU Factorizationcl-mem: Copycl-mem: Readcl-mem: Writelczero: OpenCLncnn: Vulkan GPU - squeezenetncnn: Vulkan GPU - mobilenetncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - googlenetncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - yolov4-tinyplaidml: No - Inference - VGG16 - OpenCLplaidml: No - Inference - VGG19 - OpenCLplaidml: No - Inference - IMDB LSTM - OpenCLplaidml: No - Inference - Mobilenet - OpenCLplaidml: No - Inference - ResNet 50 - OpenCLplaidml: No - Inference - DenseNet 201 - OpenCLplaidml: No - Inference - Inception V3 - OpenCLplaidml: No - Inference - NASNer Large - OpenCLjuliagpu: GPUmandelgpu: GPUclpeak: Kernel Latencyclpeak: Single-Precision Floatclpeak: Global Memory Bandwidthclpeak: Transfer Bandwidth enqueueWriteBufferetlegacy: Renderer2 - 1920 x 1200tesseract: 1920 x 1200unigine-heaven: 1920 x 1200 - Fullscreen - OpenGLunigine-super: 1920 x 1200 - Fullscreen - Low - OpenGLunigine-super: 1920 x 1200 - Fullscreen - Medium - OpenGLunigine-valley: 1920 x 1200 - Fullscreen - OpenGLxonotic: 1920 x 1200 - Lowxonotic: 1920 x 1200 - Highxonotic: 1920 x 1200 - Ultraxonotic: 1920 x 1200 - Ultimategputest: GiMark - 1920 x 1200 - Fullscreengputest: Furmark - 1920 x 1200 - Fullscreengputest: TessMark - 1920 x 1200 - Fullscreengputest: Pixmark Piano - 1920 x 1200 - Fullscreengputest: Pixmark Volplosion - 1920 x 1200 - Fullscreenwaifu2x-ncnn: 2x - 3 - Nowaifu2x-ncnn: 2x - 3 - YesGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7138.51613.46218319941.1913.59211919750.4731.4224751.623418.8624.8377924.527610.7883202.6011614.8432584.71044925.82692310.923638.97190.36911681.1923.304823.931954.262524.674621.622.724.038928.2725.748.279.196.758.3616.521.8123.72152.7923.8925.7751.4662.818.186.427.84116.0834.525.8115.901.8447930812.610702352.534.12438.0626.7331.6472.165.2225110.370112.25.811.4067183.6211229111.675321893.209480071.60678041314672284014939010.28875.252153.14721.94393912232.8021.92861212241.3728.95681352.09920.20710.573634.752213.8085143.9881120.001579.5237336.34314.0210140.1620.67785322.9940.164041.7406174.16248.911735.941.334.457924.6522.367.538.655.717.6516.721.8118.6296.3217.1216.6335.9138.9519.9316.0320.10242.8375.5711.3034.823.3185184313.223689428.636.891038.5445.9439.4886.4109.466916.136317.09.017.7436209.1609960144.1207832123.238392999.23650891724106236022887617.06253.103439.00226.69018710057.4826.71416210048.5022.31303036.681219.5221.634556.939115.085968.311538.065433.3708584.17921.3040156.1621.67757820.5658.414360.4048189.75773.816248.057.147.9153511.519.744.625.473.055.1411.050.9810.5138.447.189.4715.4915.2622.1817.4930.52299.6087.2922.4446.375.14132508055.144609194.629.531774.8157.0252.15122.3140.348628.645329.616.430.6054307.6345501183.8028138155.3708840121.904137720171782508058415954.09527.216OpenBenchmarking.org

oneAPI Level Zero Tests

This is benchmarking the collection of Intel oneAPI Level Zero Tests. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetteroneAPI Level Zero TestsTest: Peak Integer ComputeGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7100200300400500SE +/- 1.20, N = 12SE +/- 2.13, N = 3SE +/- 1.34, N = 3138.52153.15439.001. (CXX) g++ options: -ldl -pthread
OpenBenchmarking.orgGFLOPS, More Is BetteroneAPI Level Zero TestsTest: Peak Integer ComputeGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G780160240320400Min: 131.1 / Avg: 138.52 / Max: 144.64Min: 150.54 / Avg: 153.15 / Max: 157.37Min: 436.72 / Avg: 439 / Max: 441.361. (CXX) g++ options: -ldl -pthread

OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Device-To-Host BandwidthGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7612182430SE +/- 0.07, N = 3SE +/- 0.01, N = 4SE +/- 0.02, N = 513.4621.9426.691. (CXX) g++ options: -ldl -pthread
OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Device-To-Host BandwidthGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7612182430Min: 13.38 / Avg: 13.46 / Max: 13.61Min: 21.92 / Avg: 21.94 / Max: 21.98Min: 26.61 / Avg: 26.69 / Max: 26.711. (CXX) g++ options: -ldl -pthread

OpenBenchmarking.orgusec, Fewer Is BetteroneAPI Level Zero TestsTest: Device-To-Host BandwidthGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G74K8K12K16K20KSE +/- 110.24, N = 3SE +/- 7.46, N = 4SE +/- 7.70, N = 519941.1912232.8010057.481. (CXX) g++ options: -ldl -pthread
OpenBenchmarking.orgusec, Fewer Is BetteroneAPI Level Zero TestsTest: Device-To-Host BandwidthGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G73K6K9K12K15KMin: 19721.74 / Avg: 19941.19 / Max: 20069.3Min: 12212.77 / Avg: 12232.8 / Max: 12244.86Min: 10048.25 / Avg: 10057.48 / Max: 10088.191. (CXX) g++ options: -ldl -pthread

OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Host-To-Device BandwidthGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7612182430SE +/- 0.07, N = 3SE +/- 0.02, N = 4SE +/- 0.03, N = 513.5921.9326.711. (CXX) g++ options: -ldl -pthread
OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Host-To-Device BandwidthGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7612182430Min: 13.45 / Avg: 13.59 / Max: 13.7Min: 21.88 / Avg: 21.93 / Max: 21.97Min: 26.62 / Avg: 26.71 / Max: 26.831. (CXX) g++ options: -ldl -pthread

OpenBenchmarking.orgusec, Fewer Is BetteroneAPI Level Zero TestsTest: Host-To-Device BandwidthGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G74K8K12K16K20KSE +/- 105.37, N = 3SE +/- 11.31, N = 4SE +/- 12.59, N = 519750.4712241.3710048.501. (CXX) g++ options: -ldl -pthread
OpenBenchmarking.orgusec, Fewer Is BetteroneAPI Level Zero TestsTest: Host-To-Device BandwidthGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G73K6K9K12K15KMin: 19594.8 / Avg: 19750.47 / Max: 19951.33Min: 12220.77 / Avg: 12241.37 / Max: 12270.4Min: 10006.37 / Avg: 10048.5 / Max: 10084.791. (CXX) g++ options: -ldl -pthread

OpenBenchmarking.orgus, Fewer Is BetteroneAPI Level Zero TestsTest: Peak Kernel Launch LatencyGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7714212835SE +/- 0.15, N = 12SE +/- 0.83, N = 15SE +/- 0.55, N = 1531.4228.9622.311. (CXX) g++ options: -ldl -pthread
OpenBenchmarking.orgus, Fewer Is BetteroneAPI Level Zero TestsTest: Peak Kernel Launch LatencyGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7714212835Min: 30.93 / Avg: 31.42 / Max: 32.78Min: 26.85 / Avg: 28.96 / Max: 35.28Min: 21.16 / Avg: 22.31 / Max: 301. (CXX) g++ options: -ldl -pthread

OpenBenchmarking.orgGFLOPS, More Is BetteroneAPI Level Zero TestsTest: Peak Half-Precision ComputeGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G77001400210028003500SE +/- 0.53, N = 3SE +/- 19.85, N = 3SE +/- 1.09, N = 3751.621352.093036.681. (CXX) g++ options: -ldl -pthread
OpenBenchmarking.orgGFLOPS, More Is BetteroneAPI Level Zero TestsTest: Peak Half-Precision ComputeGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G75001000150020002500Min: 750.58 / Avg: 751.62 / Max: 752.35Min: 1319.49 / Avg: 1352.09 / Max: 1388.02Min: 3034.49 / Avg: 3036.68 / Max: 3037.781. (CXX) g++ options: -ldl -pthread

OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Peak Single-Precision ComputeGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G730060090012001500SE +/- 1.60, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3418.86920.211219.521. (CXX) g++ options: -ldl -pthread
OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Peak Single-Precision ComputeGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G72004006008001000Min: 416.59 / Avg: 418.86 / Max: 421.95Min: 920.1 / Avg: 920.21 / Max: 920.31Min: 1219.51 / Avg: 1219.52 / Max: 1219.521. (CXX) g++ options: -ldl -pthread

OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Host-To-Device-To-Host Image CopyGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7510152025SE +/- 0.01750, N = 3SE +/- 0.13517, N = 5SE +/- 0.08874, N = 54.8377910.5736021.634501. (CXX) g++ options: -ldl -pthread
OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Host-To-Device-To-Host Image CopyGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7510152025Min: 4.8 / Avg: 4.84 / Max: 4.86Min: 10.32 / Avg: 10.57 / Max: 11.08Min: 21.44 / Avg: 21.63 / Max: 21.861. (CXX) g++ options: -ldl -pthread

OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Peak Float16 Global Memory BandwidthGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G71326395265SE +/- 0.30, N = 3SE +/- 0.01, N = 3SE +/- 0.16, N = 324.5334.7556.941. (CXX) g++ options: -ldl -pthread
OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Peak Float16 Global Memory BandwidthGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G71122334455Min: 24.16 / Avg: 24.53 / Max: 25.13Min: 34.74 / Avg: 34.75 / Max: 34.77Min: 56.61 / Avg: 56.94 / Max: 57.131. (CXX) g++ options: -ldl -pthread

OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Peak System Memory Copy to Shared MemoryGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G748121620SE +/- 0.10, N = 9SE +/- 0.03, N = 3SE +/- 0.05, N = 310.7913.8115.091. (CXX) g++ options: -ldl -pthread
OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Peak System Memory Copy to Shared MemoryGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G748121620Min: 10.23 / Avg: 10.79 / Max: 11.32Min: 13.78 / Avg: 13.81 / Max: 13.86Min: 15.01 / Avg: 15.09 / Max: 15.171. (CXX) g++ options: -ldl -pthread

RealSR-NCNN

RealSR-NCNN is an NCNN neural network implementation of the RealSR project and accelerated using the Vulkan API. RealSR is the Real-World Super Resolution via Kernel Estimation and Noise Injection. NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. This test profile times how long it takes to increase the resolution of a sample image by a scale of 4x with Vulkan. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G74080120160200SE +/- 0.57, N = 3SE +/- 0.34, N = 3SE +/- 0.44, N = 3202.60143.9968.31
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G74080120160200Min: 201.45 / Avg: 202.6 / Max: 203.24Min: 143.46 / Avg: 143.99 / Max: 144.61Min: 67.43 / Avg: 68.31 / Max: 68.76

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G730060090012001500SE +/- 2.33, N = 3SE +/- 3.12, N = 3SE +/- 1.30, N = 31614.841120.00538.07
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G730060090012001500Min: 1610.9 / Avg: 1614.84 / Max: 1618.97Min: 1115.44 / Avg: 1120 / Max: 1125.97Min: 535.62 / Avg: 538.07 / Max: 540.03

FinanceBench

FinanceBench is a collection of financial program benchmarks with support for benchmarking on the GPU. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-06-06Benchmark: Monte-Carlo OpenCLGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G76001200180024003000SE +/- 55.58, N = 15SE +/- 11.47, N = 15SE +/- 1.46, N = 72584.71579.52433.371. (CXX) g++ options: -O3 -lOpenCL
OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-06-06Benchmark: Monte-Carlo OpenCLGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7400800120016002000Min: 1997.48 / Avg: 2584.71 / Max: 2688.69Min: 471.23 / Avg: 579.52 / Max: 610.34Min: 424.65 / Avg: 433.37 / Max: 435.341. (CXX) g++ options: -O3 -lOpenCL

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-06-06Benchmark: Black-Scholes OpenCLGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7612182430SE +/- 0.046004, N = 13SE +/- 0.051661, N = 15SE +/- 0.005073, N = 1425.8269236.3430004.1790001. (CXX) g++ options: -O3 -lOpenCL
OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-06-06Benchmark: Black-Scholes OpenCLGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7612182430Min: 25.53 / Avg: 25.83 / Max: 26.01Min: 6.07 / Avg: 6.34 / Max: 6.72Min: 4.15 / Avg: 4.18 / Max: 4.211. (CXX) g++ options: -O3 -lOpenCL

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: TriadGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7510152025SE +/- 0.19, N = 15SE +/- 0.27, N = 15SE +/- 0.12, N = 1110.9214.0221.301. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: TriadGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7510152025Min: 9.66 / Avg: 10.92 / Max: 11.85Min: 12.88 / Avg: 14.02 / Max: 15.95Min: 20.49 / Avg: 21.3 / Max: 22.251. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7306090120150SE +/- 0.05, N = 7SE +/- 0.23, N = 11SE +/- 0.34, N = 1238.97140.16156.161. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7306090120150Min: 38.84 / Avg: 38.97 / Max: 39.13Min: 138.96 / Avg: 140.16 / Max: 141.42Min: 154.26 / Avg: 156.16 / Max: 157.891. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: MD5 HashGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G70.37740.75481.13221.50961.887SE +/- 0.0000, N = 3SE +/- 0.0004, N = 3SE +/- 0.0003, N = 50.36910.67781.67751. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: MD5 HashGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7246810Min: 0.37 / Avg: 0.37 / Max: 0.37Min: 0.68 / Avg: 0.68 / Max: 0.68Min: 1.68 / Avg: 1.68 / Max: 1.681. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G72K4K6K8K10KSE +/- 0.77, N = 3SE +/- 4.39, N = 3SE +/- 0.11, N = 31681.195322.997820.561. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G714002800420056007000Min: 1680.06 / Avg: 1681.19 / Max: 1682.67Min: 5315.45 / Avg: 5322.99 / Max: 5330.67Min: 7820.45 / Avg: 7820.56 / Max: 7820.771. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Bus Speed DownloadGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G71326395265SE +/- 0.52, N = 15SE +/- 0.11, N = 13SE +/- 0.44, N = 1523.3040.1658.411. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Bus Speed DownloadGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G71224364860Min: 20.96 / Avg: 23.3 / Max: 26.19Min: 39.37 / Avg: 40.16 / Max: 40.78Min: 56.93 / Avg: 58.41 / Max: 64.421. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Bus Speed ReadbackGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G71428425670SE +/- 0.57, N = 15SE +/- 0.42, N = 15SE +/- 0.18, N = 1223.9341.7460.401. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Bus Speed ReadbackGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G71224364860Min: 20.97 / Avg: 23.93 / Max: 26.09Min: 40.54 / Avg: 41.74 / Max: 45.95Min: 59.28 / Avg: 60.4 / Max: 61.181. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G74080120160200SE +/- 0.01, N = 3SE +/- 1.66, N = 3SE +/- 0.02, N = 354.26174.16189.761. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7306090120150Min: 54.24 / Avg: 54.26 / Max: 54.28Min: 171.98 / Avg: 174.16 / Max: 177.43Min: 189.73 / Avg: 189.76 / Max: 189.81. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

ViennaCL

ViennaCL is an open-source linear algebra library written in C++ and with support for OpenCL and OpenMP. This test profile uses ViennaCL OpenCL support and runs the included computational benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G71632486480SE +/- 0.03, N = 9SE +/- 0.20, N = 10SE +/- 0.09, N = 1124.6748.9173.821. (CXX) g++ options: -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G71428425670Min: 24.54 / Avg: 24.67 / Max: 24.77Min: 48.12 / Avg: 48.91 / Max: 49.85Min: 73.34 / Avg: 73.82 / Max: 74.411. (CXX) g++ options: -rdynamic -lOpenCL

cl-mem

A basic OpenCL memory benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G71122334455SE +/- 0.24, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 321.635.948.01. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G71020304050Min: 21.3 / Avg: 21.63 / Max: 22.1Min: 35.7 / Avg: 35.9 / Max: 36Min: 47.9 / Avg: 47.97 / Max: 481. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G71326395265SE +/- 0.23, N = 3SE +/- 0.17, N = 3SE +/- 0.75, N = 322.741.357.11. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G71122334455Min: 22.3 / Avg: 22.73 / Max: 23.1Min: 41 / Avg: 41.33 / Max: 41.5Min: 55.6 / Avg: 57.1 / Max: 57.91. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G71122334455SE +/- 0.32, N = 4SE +/- 0.44, N = 15SE +/- 0.22, N = 324.034.447.91. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G71020304050Min: 23.5 / Avg: 24 / Max: 24.9Min: 33.4 / Avg: 34.35 / Max: 39.3Min: 47.6 / Avg: 47.87 / Max: 48.31. (CC) gcc options: -O2 -flto -lOpenCL

LeelaChessZero

LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: OpenCLGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G730060090012001500SE +/- 5.24, N = 3SE +/- 8.08, N = 3SE +/- 7.84, N = 338957915351. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: OpenCLGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G730060090012001500Min: 379 / Avg: 389.33 / Max: 396Min: 565 / Avg: 579 / Max: 593Min: 1527 / Avg: 1535.33 / Max: 15511. (CXX) g++ options: -flto -pthread

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenetGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7714212835SE +/- 0.06, N = 3SE +/- 0.32, N = 3SE +/- 0.02, N = 328.2724.6511.51MIN: 27.92 / MAX: 40.05MIN: 21.12 / MAX: 29.29MIN: 11.25 / MAX: 13.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenetGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7612182430Min: 28.18 / Avg: 28.27 / Max: 28.38Min: 24.12 / Avg: 24.65 / Max: 25.22Min: 11.47 / Avg: 11.51 / Max: 11.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7612182430SE +/- 0.39, N = 3SE +/- 0.20, N = 3SE +/- 0.07, N = 325.7422.369.74MIN: 24.44 / MAX: 35.25MIN: 19.29 / MAX: 35.76MIN: 9.4 / MAX: 29.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7612182430Min: 24.97 / Avg: 25.74 / Max: 26.24Min: 21.97 / Avg: 22.36 / Max: 22.65Min: 9.64 / Avg: 9.74 / Max: 9.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Gen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7246810SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 38.277.534.62MIN: 7.97 / MAX: 8.56MIN: 7.07 / MAX: 8.39MIN: 4 / MAX: 5.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Gen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G73691215Min: 8.22 / Avg: 8.27 / Max: 8.34Min: 7.44 / Avg: 7.53 / Max: 7.63Min: 4.54 / Avg: 4.62 / Max: 4.741. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Gen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G73691215SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 39.198.655.47MIN: 8.92 / MAX: 9.7MIN: 8.33 / MAX: 9.56MIN: 5.23 / MAX: 6.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Gen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G73691215Min: 9.17 / Avg: 9.19 / Max: 9.23Min: 8.64 / Avg: 8.65 / Max: 8.67Min: 5.39 / Avg: 5.47 / Max: 5.541. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2Gen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7246810SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 36.755.713.05MIN: 6.07 / MAX: 7.04MIN: 5.41 / MAX: 10.95MIN: 2.89 / MAX: 3.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2Gen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G73691215Min: 6.72 / Avg: 6.75 / Max: 6.79Min: 5.66 / Avg: 5.71 / Max: 5.77Min: 3.03 / Avg: 3.05 / Max: 3.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7246810SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.29, N = 38.367.655.14MIN: 8.28 / MAX: 9.05MIN: 7.11 / MAX: 8.41MIN: 4.27 / MAX: 6.741. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G73691215Min: 8.33 / Avg: 8.36 / Max: 8.38Min: 7.56 / Avg: 7.65 / Max: 7.71Min: 4.77 / Avg: 5.14 / Max: 5.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0Gen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G748121620SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 316.5216.7211.05MIN: 15.6 / MAX: 17.19MIN: 16.57 / MAX: 17.26MIN: 10.93 / MAX: 11.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0Gen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G748121620Min: 16.5 / Avg: 16.52 / Max: 16.54Min: 16.71 / Avg: 16.72 / Max: 16.75Min: 11.01 / Avg: 11.05 / Max: 11.091. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazefaceGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G70.40730.81461.22191.62922.0365SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 31.811.810.98MIN: 1.66 / MAX: 3.11MIN: 1.58 / MAX: 4.55MIN: 0.88 / MAX: 1.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazefaceGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7246810Min: 1.74 / Avg: 1.81 / Max: 1.88Min: 1.77 / Avg: 1.81 / Max: 1.83Min: 0.94 / Avg: 0.98 / Max: 11. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7612182430SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 323.7218.6210.51MIN: 22.59 / MAX: 27.76MIN: 18.42 / MAX: 19.34MIN: 10.37 / MAX: 11.211. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7612182430Min: 23.64 / Avg: 23.72 / Max: 23.84Min: 18.61 / Avg: 18.62 / Max: 18.63Min: 10.48 / Avg: 10.51 / Max: 10.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16Gen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7306090120150SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3152.7996.3238.44MIN: 151.88 / MAX: 153.67MIN: 92.64 / MAX: 97.57MIN: 38.09 / MAX: 38.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16Gen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7306090120150Min: 152.69 / Avg: 152.79 / Max: 152.86Min: 96.27 / Avg: 96.32 / Max: 96.41Min: 38.42 / Avg: 38.44 / Max: 38.461. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18Gen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7612182430SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 323.8917.127.18MIN: 23.4 / MAX: 24.3MIN: 16.86 / MAX: 17.76MIN: 6.79 / MAX: 7.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18Gen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7612182430Min: 23.89 / Avg: 23.89 / Max: 23.9Min: 17.09 / Avg: 17.12 / Max: 17.15Min: 7.14 / Avg: 7.18 / Max: 7.221. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7612182430SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 325.7716.639.47MIN: 25.1 / MAX: 26.35MIN: 15.99 / MAX: 17.2MIN: 8.7 / MAX: 9.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7612182430Min: 25.75 / Avg: 25.77 / Max: 25.79Min: 16.57 / Avg: 16.63 / Max: 16.68Min: 9.46 / Avg: 9.47 / Max: 9.481. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50Gen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G71224364860SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 351.4635.9115.49MIN: 50.23 / MAX: 52.98MIN: 35.46 / MAX: 36.57MIN: 15.23 / MAX: 15.681. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50Gen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G71020304050Min: 51.42 / Avg: 51.46 / Max: 51.51Min: 35.87 / Avg: 35.91 / Max: 36Min: 15.46 / Avg: 15.49 / Max: 15.511. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G71428425670SE +/- 0.27, N = 3SE +/- 0.17, N = 3SE +/- 0.02, N = 362.8138.9515.26MIN: 48.56 / MAX: 92.55MIN: 32.02 / MAX: 43.37MIN: 14.84 / MAX: 15.71. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G71224364860Min: 62.32 / Avg: 62.81 / Max: 63.26Min: 38.76 / Avg: 38.95 / Max: 39.28Min: 15.23 / Avg: 15.26 / Max: 15.31. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7510152025SE +/- 0.08, N = 3SE +/- 0.34, N = 12SE +/- 0.03, N = 38.1819.9322.18
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7510152025Min: 8.06 / Avg: 8.18 / Max: 8.32Min: 19.26 / Avg: 19.93 / Max: 23.6Min: 22.14 / Avg: 22.18 / Max: 22.25

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: OpenCLGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G748121620SE +/- 0.01, N = 3SE +/- 0.20, N = 3SE +/- 0.02, N = 36.4216.0317.49
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: OpenCLGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G748121620Min: 6.41 / Avg: 6.42 / Max: 6.43Min: 15.79 / Avg: 16.03 / Max: 16.43Min: 17.46 / Avg: 17.49 / Max: 17.54

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7714212835SE +/- 0.02, N = 3SE +/- 0.11, N = 3SE +/- 0.40, N = 37.8420.1030.52
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7714212835Min: 7.8 / Avg: 7.84 / Max: 7.87Min: 19.92 / Avg: 20.1 / Max: 20.3Min: 29.74 / Avg: 30.52 / Max: 31.09

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G770140210280350SE +/- 0.03, N = 3SE +/- 3.34, N = 3SE +/- 0.92, N = 3116.08242.83299.60
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G750100150200250Min: 116.03 / Avg: 116.08 / Max: 116.14Min: 236.36 / Avg: 242.83 / Max: 247.48Min: 298.38 / Avg: 299.6 / Max: 301.41

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G720406080100SE +/- 0.36, N = 3SE +/- 1.07, N = 3SE +/- 0.04, N = 334.5275.5787.29
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G720406080100Min: 33.98 / Avg: 34.52 / Max: 35.2Min: 74.16 / Avg: 75.57 / Max: 77.66Min: 87.22 / Avg: 87.29 / Max: 87.35

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7510152025SE +/- 0.01, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 35.8111.3022.44
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7510152025Min: 5.79 / Avg: 5.81 / Max: 5.83Min: 11.15 / Avg: 11.3 / Max: 11.41Min: 22.33 / Avg: 22.44 / Max: 22.63

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G71122334455SE +/- 0.16, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 315.9034.8246.37
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7918273645Min: 15.72 / Avg: 15.9 / Max: 16.22Min: 34.68 / Avg: 34.82 / Max: 34.9Min: 46.33 / Avg: 46.37 / Max: 46.45

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: NASNer Large - Device: OpenCLGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G71.15652.3133.46954.6265.7825SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 31.843.315.14
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: NASNer Large - Device: OpenCLGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7246810Min: 1.83 / Avg: 1.84 / Max: 1.85Min: 3.3 / Avg: 3.31 / Max: 3.32Min: 5.14 / Avg: 5.14 / Max: 5.14

JuliaGPU

JuliaGPU is an OpenCL benchmark with this version containing various PTS-specific enhancements. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G730M60M90M120M150MSE +/- 3375.98, N = 3SE +/- 1031557.09, N = 6SE +/- 1753385.91, N = 447930812.685184313.2132508055.11. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm
OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G720M40M60M80M100MMin: 47925190.5 / Avg: 47930812.6 / Max: 47936861.8Min: 83742969.3 / Avg: 85184313.18 / Max: 90315528Min: 129483633.2 / Avg: 132508055.1 / Max: 137491728.31. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm

MandelGPU

MandelGPU is an OpenCL benchmark and this test runs with the OpenCL rendering float4 kernel with a maximum of 4096 iterations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSamples/sec, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPUGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G710M20M30M40M50MSE +/- 1337.29, N = 3SE +/- 231636.76, N = 3SE +/- 304086.94, N = 310702352.523689428.644609194.61. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
OpenBenchmarking.orgSamples/sec, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPUGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G78M16M24M32M40MMin: 10699691.6 / Avg: 10702352.5 / Max: 10703916.9Min: 23415405.6 / Avg: 23689428.6 / Max: 24149937.1Min: 44245993.8 / Avg: 44609194.63 / Max: 45213252.71. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL

clpeak

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgus, Fewer Is BetterclpeakOpenCL Test: Kernel LatencyGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7816243240SE +/- 0.28, N = 8SE +/- 0.08, N = 9SE +/- 0.05, N = 934.1236.8929.531. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgus, Fewer Is BetterclpeakOpenCL Test: Kernel LatencyGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7816243240Min: 33.57 / Avg: 34.12 / Max: 35.99Min: 36.56 / Avg: 36.89 / Max: 37.19Min: 29.23 / Avg: 29.53 / Max: 29.681. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7400800120016002000SE +/- 0.06, N = 4SE +/- 0.62, N = 3SE +/- 0.10, N = 4438.061038.541774.811. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G730060090012001500Min: 437.94 / Avg: 438.06 / Max: 438.2Min: 1037.44 / Avg: 1038.54 / Max: 1039.6Min: 1774.53 / Avg: 1774.81 / Max: 1774.971. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G71326395265SE +/- 0.09, N = 3SE +/- 0.02, N = 4SE +/- 0.02, N = 426.7345.9457.021. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G71122334455Min: 26.62 / Avg: 26.73 / Max: 26.91Min: 45.89 / Avg: 45.94 / Max: 45.99Min: 56.97 / Avg: 57.02 / Max: 57.061. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G71224364860SE +/- 0.01, N = 5SE +/- 0.65, N = 15SE +/- 0.21, N = 631.6439.4852.151. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G71020304050Min: 31.62 / Avg: 31.64 / Max: 31.66Min: 36.74 / Avg: 39.48 / Max: 42.8Min: 51.63 / Avg: 52.15 / Max: 52.771. (CXX) g++ options: -O3 -rdynamic -lOpenCL

ET: Legacy

ETLegacy is an open-source engine evolution of Wolfenstein: Enemy Territory, a World War II era first person shooter that was released for free by Splash Damage using the id Tech 3 engine. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterET: Legacy 2.75Renderer: Renderer2 - Resolution: 1920 x 1200Gen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7306090120150SE +/- 0.06, N = 3SE +/- 1.84, N = 15SE +/- 1.11, N = 1072.186.4122.3
OpenBenchmarking.orgFrames Per Second, More Is BetterET: Legacy 2.75Renderer: Renderer2 - Resolution: 1920 x 1200Gen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G720406080100Min: 72 / Avg: 72.1 / Max: 72.2Min: 83.6 / Avg: 86.36 / Max: 111.7Min: 120.5 / Avg: 122.32 / Max: 132.2

Tesseract

Tesseract is a fork of Cube 2 Sauerbraten with numerous graphics and game-play improvements. Tesseract has been in development since 2012 while its first release happened in May of 2014. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 1920 x 1200Gen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7306090120150SE +/- 0.46, N = 3SE +/- 1.48, N = 3SE +/- 0.87, N = 365.22109.47140.35